From raw data to market-ready data in four steps
Connect your data sources, build pipelines visually, enforce quality and compliance, and generate BI dashboards — all in under five minutes.
Connect Your Data
30 secondsCupel ships with 30+ pre-built connectors spanning data warehouses, relational databases, NoSQL stores, cloud storage, streaming platforms, and SaaS applications. Select your source, authenticate with one click, and the platform automatically discovers schemas, catalogs tables, and detects data formats.
Semi-structured formats like JSON, Avro, and Parquet are auto-detected on ingestion with schema inference. Unstructured sources such as PDFs, logs, and documents are parsed with metadata extraction. No manual configuration, no YAML files, no CLI commands.
30+ Connectors
Warehouses, databases, NoSQL, storage, streaming, and SaaS sources ready out of the box.
Schema Auto-Discovery
Tables, columns, types, and relationships cataloged automatically on connection.
Format Detection
JSON, Avro, Parquet, CSV, and unstructured files recognized and parsed on ingestion.
One-Click Setup
Authenticate, select your source, and start ingesting data in under 30 seconds.
Build Pipelines Visually
3 minutesDrag components from a categorized library onto an infinite canvas. Sources, transforms, quality gates, compliance steps, and destinations snap together with typed edges that validate compatibility in real time. The visual DAG and the generated SQL/Python code stay in perfect sync through a bidirectional compiler.
Switch to the code editor at any time and your changes reflect on the canvas instantly. When you are satisfied, the pipeline compiler converts the visual definition into a durable Temporal workflow with automatic retry, checkpointing, and human-in-the-loop approval gates.
Drag-and-Drop Canvas
Infinite scrollable canvas with grid-snap, zoom, pan, minimap, and undo/redo.
Dual Visual+Code Editor
Edit visually or in SQL/Python. Changes sync bidirectionally in real time.
Component Library
Searchable pane of sources, transforms, quality gates, compliance, and destinations.
Temporal Workflows
Pipelines compile to durable Temporal workflows with retry, checkpoints, and approvals.
Enforce Quality & Compliance
30 secondsQuality gates sit between every PRISM layer. Protected Raw-to-Refined validates schemas, null checks, uniqueness, and freshness. Refined-to-Intelligence enforces business rules, referential integrity, and statistical distribution thresholds. Bad records are quarantined, never promoted.
Compliance is built into the architecture, not bolted on. The platform auto-detects PII using regex and sampling patterns, applies column-level masking policies, and logs every action to an immutable audit trail. Every pipeline ships with compliance from day one.
300+ Quality Checks
Built-in expectations for schema, nulls, uniqueness, freshness, and business rules.
Auto PII Detection
Regex and sampling-based scanning identifies PII columns across all data sources.
Column-Level Masking
Configurable masking policies applied automatically based on data classification tags.
Full Audit Trail
Every action logged with actor, team, resource, timestamp, and data classification.
Generate Insights
1 minuteOnce your Market-Ready layer data products are ready, Cupel auto-generates dashboard definitions for Power BI with pre-built KPI templates tailored for financial services. AUM tracking, transaction volume, fraud rates, SLA compliance, and data quality scores are available out of the box.
Business users browse the self-serve data product catalog, select a data product, choose their KPIs, and receive a dashboard in their BI tool without writing a single query. A shared semantic layer ensures consistent metric definitions across every consumer.
Auto-Generated Dashboards
Power BI dashboards created automatically from Market-Ready layer data models and KPI configs.
Financial KPI Templates
Pre-built templates for AUM, transaction volume, fraud rates, and SLA compliance.
Self-Serve Catalog
Business users browse, select, and consume data products without engineering help.
Semantic Layer
Consistent metrics and KPI definitions translated to each BI tool's native format.
Production-ready in under five minutes
< 0 min
to your first production pipeline
See it in action
Start your free trial and build your first pipeline in minutes. No credit card required.